Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Awesome-Deepfakes-Detection
A list of tools, papers and code related to Deepfake Detection.
https://github.com/Daisy-Zhang/Awesome-Deepfakes-Detection
Last synced: 3 days ago
JSON representation
-
Survey
-
Spatiotemporal Based
-
Frequency Based
-
Interpretability
-
Human-Decision
-
Biological Signal
-
Self-Supervised Learning
-
Fingerprint Watermark
-
Datasets
-
Competitions
-
Image Datasets
- Website - level detection.<br>2. use DFDC datasets.<br/> 3. the first worldwide competition.<br/> 4. more than 2,000 teams participated. |
- Website - level detection.<br/> 2. use DeeperForensics-1.0 datasets.<br/> 3. simulates real-world scenarios. |
- Website - level generation and video-level detection track.<br/> 2. use Celeb-DF(v2) datasets. |
- Website - level and video-level detection track.<br/> 2. addtional temporal localization track.<br/> 3. use ForgeryNet dataset. |
-
-
Tools
-
Recent Conference Papers
-
CVPR
- Paper
- Paper - Net)
- Paper - research/CADDM)
- Paper
- Paper - unina/TruFor)
- Paper
- Paper
- Paper
- Paper
- Paper - Li/UniversalFakeDetect)
- Paper
- Paper - visual-forensics)
- Paper - vision/imagenet-sd/)
- Paper
- Paper
- Paper - DeepFake)
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper - attention)
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper - DeepfakeDetection)
- Paper
- Paper
- Paper
- Paper
- Paper - M2/Fairness-Generalization)
-
ICCV
-
ECCV
-
NeurIPS
-
ICLR
-
ICML
- Paper - SysSec/GANDCTAnalysis)
-
IJCAI
-
AAAI
-
MM
-
-
Adversarial Attack
-
Localization
-
Meta-Learning
-
MM
-
-
Multi-modal Based
-
Anomaly Detection
-
Generalization
-
Identity-Related
-
Source Model Attribution
-
Fairness
-
Real Scenario
-
Multiclass Classification
-
Federated Learning
-
MM
-
-
Knowledge Distillation
-
MM
-
-
Depth Based
Categories
Recent Conference Papers
102
Datasets
19
Frequency Based
14
Self-Supervised Learning
14
Fingerprint Watermark
13
Biological Signal
13
Identity-Related
12
Spatiotemporal Based
12
Interpretability
12
Real Scenario
12
Generalization
11
Survey
9
Source Model Attribution
8
Human-Decision
8
Adversarial Attack
5
Localization
5
Multi-modal Based
5
Tools
5
Anomaly Detection
4
Competitions
4
Depth Based
3
Fairness
3
Multiclass Classification
2
Federated Learning
1
Knowledge Distillation
1
Meta-Learning
1